Title :
A novel real time hand detection based on skin-color
Author :
Yuh-Rau Wang ; Wei-Hung Lin ; Ling Yang
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., St. John´s Univ., Taipei, Taiwan
Abstract :
This paper proposes a novel real time hand detection algorithm based on skin-color. The proposed algorithm does not need training data and can be applied in dynamic and complex environments. The proposed method can directly find the palm area and fingers. It needs neither segmenting the wrist nor finding the contour. The detecting procedure is simple and fast. The experimental results show that the proposed method can detect hands in real time with low computing consumption under up to 3 meters of the distance between webcam and hand.
Keywords :
image colour analysis; object detection; real-time systems; skin; fingers; palm area; real time hand detection algorithm; skin color; Feature extraction; Image segmentation; Real-time systems; Thumb; Webcams; Wrist;
Conference_Titel :
Consumer Electronics (ISCE), 2013 IEEE 17th International Symposium on
Conference_Location :
Hsinchu
Print_ISBN :
978-1-4673-6198-9
DOI :
10.1109/ISCE.2013.6570151